Stochastic Gradient Descent Courses
University of Central Florida via YouTube Machine Learning: From ABCs to DEFs
ChariotSolutions via YouTube Gradient Descent and Stochastic Gradient Descent
Paul Hand via YouTube Gradient Descent, Step-by-Step
StatQuest with Josh Starmer via YouTube Insights on Gradient-Based Algorithms in High-Dimensional Learning
Simons Institute via YouTube Studying Generalization in Deep Learning via PAC-Bayes
Simons Institute via YouTube On the Foundations of Deep Learning - SGD, Overparametrization, and Generalization
Simons Institute via YouTube Implicit Regularization I
Simons Institute via YouTube The Information Bottleneck Theory of Deep Neural Networks
Simons Institute via YouTube Stochastic Variance Reduction Methods for Policy Evaluation
Simons Institute via YouTube